Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
i8	2,015	Europe	White	Diesel	Automatic	1.9	41,352	107,055	2,873	Low
X5	2,011	Middle East	Black	Electric	Manual	4.2	129,456	31,690	3,709	Low
3 Series	2,017	South America	Blue	Diesel	Manual	2.7	111,235	30,804	9,118	High
X3	2,016	Africa	Silver	Petrol	Manual	4.1	153,596	83,263	3,915	Low
X5	2,020	Asia	Red	Diesel	Manual	2.8	39,130	42,383	8,195	High
X3	2,014	South America	Blue	Petrol	Automatic	5	83,547	56,674	7,891	High
X5	2,021	Middle East	Blue	Electric	Manual	2.1	24,599	119,696	3,286	Low
X5	2,014	South America	White	Electric	Manual	1.5	141,308	61,364	2,302	Low
X1	2,016	South America	Black	Petrol	Manual	3.6	92,739	30,623	6,383	Low
M5	2,018	Europe	Silver	Petrol	Manual	4.8	150,971	46,114	6,407	Low
i8	2,020	Europe	White	Petrol	Manual	3.8	104,701	103,888	8,160	High
X6	2,024	North America	Red	Diesel	Manual	1.8	143,003	34,854	4,948	Low
X1	2,018	Asia	Red	Diesel	Automatic	3.4	63,155	73,899	1,174	Low
3 Series	2,018	South America	Silver	Petrol	Automatic	4.7	182,163	33,260	7,520	High
3 Series	2,015	North America	Grey	Electric	Automatic	1.5	156,990	113,715	1,608	Low
M5	2,019	Africa	Blue	Diesel	Manual	2.1	193,244	80,751	2,381	Low
5 Series	2,015	Africa	Blue	Diesel	Automatic	4.4	117,600	62,667	4,775	Low
X1	2,012	Asia	White	Electric	Manual	4.6	40,477	68,507	5,604	Low
X3	2,010	South America	Silver	Hybrid	Manual	4	71,106	106,058	273	Low
M3	2,016	Africa	Red	Electric	Manual	5	137,874	38,309	9,271	High
7 Series	2,013	South America	Silver	Petrol	Automatic	1.8	63,911	87,727	3,111	Low
i3	2,010	Africa	Silver	Diesel	Automatic	3.4	42,260	40,772	828	Low
X6	2,024	Africa	Blue	Electric	Automatic	3.9	173,395	103,934	8,058	High
M3	2,017	North America	Blue	Petrol	Automatic	4	12,064	51,011	1,156	Low
M3	2,021	Europe	Red	Diesel	Manual	4.3	22,024	64,635	1,780	Low
X5	2,015	Middle East	Black	Diesel	Automatic	4.7	137,265	102,150	6,276	Low
3 Series	2,015	North America	Grey	Hybrid	Manual	2.8	77,855	110,485	2,350	Low
X5	2,011	North America	Silver	Petrol	Manual	1.7	73,622	51,864	2,442	Low
X1	2,024	Middle East	Black	Electric	Automatic	2.8	54,998	105,686	8,143	High
X3	2,010	Europe	Silver	Diesel	Manual	3.9	97,139	53,519	9,848	High
M3	2,022	Europe	Silver	Hybrid	Automatic	2.2	183,593	107,665	8,555	High
X6	2,023	Europe	Grey	Electric	Automatic	4.3	106,383	47,378	9,515	High
i8	2,023	North America	White	Hybrid	Manual	2.3	59,284	30,327	5,542	Low
X5	2,011	South America	Grey	Diesel	Automatic	1.5	125,886	60,396	5,172	Low
X3	2,013	Africa	Blue	Electric	Automatic	3.3	128,075	89,128	528	Low
3 Series	2,011	North America	Silver	Hybrid	Automatic	4	27,221	112,982	2,194	Low
X6	2,010	Middle East	Silver	Diesel	Automatic	2.7	62,055	117,109	2,479	Low
X6	2,016	Asia	Red	Diesel	Manual	4.1	179,118	75,302	6,375	Low
i8	2,020	Middle East	Red	Diesel	Automatic	3	103,849	85,194	5,712	Low
X5	2,020	Africa	Black	Diesel	Manual	2.1	37,828	43,139	6,992	Low
5 Series	2,024	Africa	Black	Diesel	Manual	1.8	20,121	75,059	3,418	Low
7 Series	2,021	Africa	White	Diesel	Manual	4	115,123	118,619	5,665	Low
X3	2,017	Europe	Blue	Petrol	Manual	2.9	82,010	49,974	9,689	High
X1	2,015	Asia	Grey	Electric	Automatic	4.7	17,372	71,088	4,210	Low
i3	2,013	Africa	Red	Petrol	Automatic	3.4	100,175	79,854	2,110	Low
X3	2,023	North America	Black	Electric	Automatic	2.7	143,543	38,060	9,193	High
i3	2,015	Middle East	White	Diesel	Automatic	2.7	15,321	102,724	6,084	Low
M3	2,012	Middle East	Black	Diesel	Manual	2	102,407	85,601	5,482	Low
3 Series	2,021	North America	White	Diesel	Automatic	3.6	79,050	117,094	7,336	High
X1	2,017	Middle East	Black	Electric	Manual	3.5	109,826	32,338	9,751	High
M3	2,019	Asia	Black	Petrol	Automatic	4.3	29,696	39,980	1,128	Low
i3	2,023	South America	Black	Diesel	Manual	2.2	39,251	91,328	673	Low
5 Series	2,022	South America	Silver	Electric	Manual	2.5	70,223	33,722	782	Low
X1	2,022	Europe	Silver	Diesel	Manual	1.8	194,994	62,506	8,464	High
X3	2,011	North America	Silver	Petrol	Automatic	2.5	164,655	51,475	264	Low
X6	2,014	South America	White	Diesel	Manual	3	1,986	117,168	6,368	Low
X5	2,010	South America	Black	Electric	Manual	4.9	176,422	73,241	3,843	Low
3 Series	2,015	North America	Blue	Electric	Automatic	3.8	111,429	118,662	9,357	High
M3	2,011	North America	Grey	Petrol	Automatic	4.2	90,090	68,519	2,669	Low
M3	2,013	Europe	Red	Electric	Manual	2.6	95,140	34,910	3,727	Low
i8	2,015	South America	White	Petrol	Manual	2	93,416	112,761	4,845	Low
M5	2,019	Middle East	Silver	Hybrid	Automatic	2.4	191,049	78,632	2,210	Low
X5	2,020	Africa	Red	Electric	Manual	2.4	130,594	119,671	6,574	Low
M3	2,017	Europe	White	Diesel	Manual	3.5	91,126	69,073	1,098	Low
5 Series	2,021	Middle East	Blue	Hybrid	Manual	2.7	125,414	99,091	5,420	Low
X1	2,017	Europe	Black	Electric	Manual	4.5	77,633	74,587	5,273	Low
M3	2,020	Africa	Silver	Electric	Automatic	5	30,375	53,876	8,497	High
i3	2,015	South America	Blue	Hybrid	Manual	2.7	149,582	35,385	4,846	Low
X5	2,013	Africa	Blue	Electric	Automatic	4	109,950	55,001	9,737	High
M3	2,017	North America	Silver	Petrol	Manual	3.8	28,865	107,298	3,609	Low
X5	2,022	South America	Red	Hybrid	Automatic	2.2	116,250	85,875	2,076	Low
i8	2,017	North America	Black	Hybrid	Automatic	4.7	22,871	95,573	9,650	High
X6	2,019	Middle East	Grey	Electric	Manual	2.2	155,226	45,030	8,675	High
i8	2,023	Europe	Silver	Hybrid	Manual	4.1	83,058	69,443	9,570	High
3 Series	2,010	Europe	Silver	Petrol	Automatic	2.7	138,334	73,322	6,267	Low
5 Series	2,013	North America	Silver	Electric	Manual	2.8	13,254	46,135	9,029	High
i3	2,013	North America	Red	Diesel	Manual	3.1	85,501	71,740	6,834	Low
3 Series	2,016	Africa	Grey	Hybrid	Manual	4.5	17,433	93,926	8,009	High
7 Series	2,023	Africa	Red	Hybrid	Automatic	2	49,404	46,954	1,099	Low
X6	2,023	Europe	Silver	Diesel	Manual	1.7	133,569	59,682	6,284	Low
X3	2,020	South America	Red	Diesel	Manual	2.9	20,879	109,133	8,107	High
M5	2,016	Asia	Silver	Hybrid	Automatic	1.7	111,864	86,763	8,041	High
X6	2,022	Middle East	Grey	Diesel	Manual	3.9	35,158	105,120	6,137	Low
X3	2,020	North America	White	Electric	Automatic	4.2	118,307	48,074	7,507	High
M3	2,024	Asia	Red	Electric	Manual	4.5	20,464	75,544	7,460	High
i8	2,017	Europe	Red	Petrol	Automatic	4.1	115,981	54,182	8,153	High
X1	2,020	Africa	Grey	Hybrid	Automatic	4.7	42,248	40,728	3,573	Low
3 Series	2,014	North America	Silver	Diesel	Automatic	4.1	28,711	83,880	3,915	Low
X1	2,016	Asia	Silver	Electric	Manual	4.8	175,473	96,906	6,222	Low
3 Series	2,017	Africa	White	Diesel	Manual	2.2	182,828	96,243	5,060	Low
3 Series	2,024	Europe	Red	Hybrid	Automatic	3.2	37,844	60,458	4,277	Low
X6	2,018	North America	Blue	Petrol	Manual	5	57,756	37,526	7,134	High
i3	2,012	Europe	Grey	Hybrid	Manual	3.9	145,031	81,630	2,498	Low
X1	2,012	Asia	Silver	Petrol	Automatic	4.6	63,688	38,880	5,865	Low
X5	2,013	South America	Silver	Electric	Automatic	1.6	193,209	69,011	901	Low
X1	2,014	South America	White	Petrol	Manual	4.6	13,330	119,461	466	Low
5 Series	2,019	North America	Red	Petrol	Manual	3.9	121,314	108,275	3,528	Low
X3	2,010	Africa	Blue	Petrol	Automatic	2.1	6,775	67,885	5,709	Low
5 Series	2,024	Asia	Black	Electric	Automatic	1.6	9,754	38,725	9,911	High
7 Series	2,024	Asia	Blue	Hybrid	Manual	2.4	22,228	81,464	4,519	Low

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